├── .github ├── dependabot.yml └── workflows │ ├── codeql-analysis.yml │ └── run_tests.yml ├── .gitignore ├── CITATION.CFF ├── LICENSE.txt ├── README.md ├── benchmarks ├── SL │ ├── CORDS_SL_CIFAR10_benchmark.ipynb │ └── readme.md └── SSL │ └── readme.md ├── configs ├── HPO │ ├── config_hp_1.py │ ├── config_hyper-param_tuning.py │ ├── config_hyper-param_tuning_cifar100.py │ ├── config_hyper-param_tuning_sst2.py │ └── config_hyper-param_tuning_trec6.py ├── README.md ├── SL │ ├── Regression │ │ ├── config_craig_Cadata.py │ │ ├── config_craig_boston.py │ │ ├── config_full_boston.py │ │ ├── config_glister_Cadata.py │ │ └── config_glister_boston.py │ ├── __init__.py │ ├── config_adapfacloc_glove_sst2.py │ ├── config_adaptiverandom-warm_cifar10.py │ ├── config_adaptiverandom_cifar10.py │ ├── config_adaptiverandom_cifar100.py │ ├── config_adaptiverandom_glove_glue_sst2.py │ ├── config_adaptiverandom_glove_imdb.py │ ├── config_adaptiverandom_glove_rotten_tomatoes.py │ ├── config_adaptiverandom_glove_trec6.py │ ├── config_adaptiverandom_glove_tweet_eval.py │ ├── config_adaptiverandom_mnist.py │ ├── config_adaptiverandom_tinyimagenet.py │ ├── config_craig-warm_cifar10.py │ ├── config_craig_cifar10.py │ ├── config_craigpb-warm_cifar10.py │ ├── config_craigpb-warm_cifar100.py │ ├── config_craigpb_cifar10.py │ ├── config_craigpb_cifar100.py │ ├── config_craigpb_glove_glue_sst2.py │ ├── config_craigpb_glove_imdb.py │ ├── config_craigpb_glove_rotten_tomatoes.py │ ├── config_craigpb_glove_sst2.py │ ├── config_craigpb_glove_sst5.py │ ├── config_craigpb_glove_trec6.py │ ├── config_craigpb_glove_tweet_eval.py │ ├── config_craigpb_mnist.py │ ├── config_craigpb_tinyimagenet.py │ ├── config_facloc_glove_sst2.py │ ├── config_full_cifar10.py │ ├── config_full_cifar100.py │ ├── config_full_glove_glue_sst2.py │ ├── config_full_glove_imdb.py │ ├── config_full_glove_rotten_tomatoes.py │ ├── config_full_glove_sst2.py │ ├── config_full_glove_sst5.py │ ├── config_full_glove_trec6.py │ ├── config_full_glove_tweet_eval.py │ ├── config_full_mnist.py │ ├── config_full_tinyimagenet.py │ ├── config_glister-warm_cifar10.py │ ├── config_glister_cifar10.py │ ├── config_glister_cifar100.py │ ├── config_glister_glove_imdb.py │ ├── config_glister_glove_rotten_tomatoes.py │ ├── config_glister_glove_trec6.py │ ├── config_glister_mnist.py │ ├── config_glister_tinyimagenet.py │ ├── config_glisterpb-warm_cifar10.py │ ├── config_glisterpb_cifar10.py │ ├── config_gradmatch-warm_cifar10.py │ ├── config_gradmatch_cifar10.py │ ├── config_gradmatch_glove_sst2.py │ ├── config_gradmatchpb-warm_cifar10.py │ ├── config_gradmatchpb-warm_cifar100.py │ ├── config_gradmatchpb-warm_glove_sst2.py │ ├── config_gradmatchpb_cifar10.py │ ├── config_gradmatchpb_cifar100.py │ ├── config_gradmatchpb_glove_glue_sst2.py │ ├── config_gradmatchpb_glove_imdb.py │ ├── config_gradmatchpb_glove_rotten_tomatoes.py │ ├── config_gradmatchpb_glove_sst2.py │ ├── config_gradmatchpb_glove_sst5.py │ ├── config_gradmatchpb_glove_trec6.py │ ├── config_gradmatchpb_glove_tweet_eval.py │ ├── config_gradmatchpb_mnist.py │ ├── config_gradmatchpb_tinyimagenet.py │ ├── config_milo_cifar10.py │ ├── config_milo_cifar100.py │ ├── config_milo_glove_glue_sst2.py │ ├── config_milo_glove_imdb.py │ ├── config_milo_glove_rotten_tomatoes.py │ ├── config_milo_glove_trec6.py │ ├── config_milo_glove_tweet_eval.py │ ├── config_milo_mnist.py │ ├── config_milo_tinyimagenet.py │ ├── config_milofixed_cifar10.py │ ├── config_milofixed_cifar100.py │ ├── config_milofixed_glove_glue_sst2.py │ ├── config_milofixed_glove_imdb.py │ ├── config_milofixed_glove_rotten_tomatoes.py │ ├── config_milofixed_glove_trec6.py │ ├── config_milofixed_glove_tweet_eval.py │ ├── config_milofixed_mnist.py │ ├── config_milofixed_tinyimagenet.py │ ├── config_random-warm_cifar10.py │ ├── config_random-warm_cifar100.py │ ├── config_random_cifar10.py │ ├── config_random_cifar100.py │ ├── config_random_glove_glue_sst2.py │ ├── config_random_glove_imdb.py │ ├── config_random_glove_rotten_tomatoes.py │ ├── config_random_glove_sst2.py │ ├── config_random_glove_sst5.py │ ├── config_random_glove_trec6.py │ ├── config_random_glove_tweet_eval.py │ ├── config_random_mnist.py │ ├── config_random_tinyimagenet.py │ ├── config_selcon_lawschool.py │ ├── config_sge_cifar10.py │ ├── config_sge_cifar100.py │ ├── config_sge_glove_imdb.py │ ├── config_sge_glove_rotten_tomatoes.py │ ├── config_sge_glove_trec6.py │ ├── config_sge_mnist.py │ ├── config_sge_tinyimagenet.py │ ├── config_wre_cifar10.py │ ├── config_wre_cifar100.py │ ├── config_wre_glove_glue_sst2.py │ ├── config_wre_glove_imdb.py │ ├── config_wre_glove_rotten_tomatoes.py │ ├── config_wre_glove_trec6.py │ ├── config_wre_glove_tweet_eval.py │ ├── config_wre_mnist.py │ └── config_wre_tinyimagenet.py ├── SSL │ ├── __init__.py │ ├── config_gradmatch_vat_cifar10.py │ ├── config_retrieve-warm_vat_cifar10.py │ ├── config_retrieve_vat_cifar10.py │ ├── config_retrievepb-warm_vat_cifar10.py │ ├── config_retrievepb_vat_cifar10.py │ └── parser.py └── yaml │ └── config_gradmatchpb_cifar10.yaml ├── cords ├── __init__.py ├── selectionstrategies │ ├── SL │ │ ├── __init__.py │ │ ├── adapweightsstrategy.py │ │ ├── craigstrategy.py │ │ ├── dataselectionstrategy.py │ │ ├── fixedweightstrategy.py │ │ ├── glisterstrategy.py │ │ ├── gradmatchstrategy.py │ │ ├── randomstrategy.py │ │ ├── selconstrategy.py │ │ ├── stochasticgreedyexplorationstrategy.py │ │ ├── submodularselectionstrategy.py │ │ └── weightedrandomexplorationstrategy.py │ ├── SSL │ │ ├── __init__.py │ │ ├── craigstrategy.py │ │ ├── dataselectionstrategy.py │ │ ├── gradmatchstrategy.py │ │ ├── randomstrategy.py │ │ └── retrievestrategy.py │ ├── __init__.py │ └── helpers │ │ ├── __init__.py │ │ ├── omp_solvers.py │ │ ├── optimalWeights.py │ │ └── ssl_lib │ │ ├── __init__.py │ │ ├── algs │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── consistency.py │ │ ├── ict.py │ │ ├── pseudo_label.py │ │ ├── utils.py │ │ └── vat.py │ │ ├── consistency │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── cross_entropy.py │ │ ├── kl_divergence.py │ │ └── mean_squared.py │ │ ├── misc │ │ ├── __init__.py │ │ └── meter.py │ │ └── param_scheduler │ │ ├── __init__.py │ │ └── scheduler.py ├── test.py └── utils │ ├── __init__.py │ ├── config_utils.py │ ├── data │ ├── __init__.py │ ├── data_utils │ │ ├── __init__.py │ │ ├── collate.py │ │ ├── create_slices.py │ │ ├── generate_global_order.py │ │ ├── regression_data_utils.py │ │ └── weightedsubset.py │ ├── dataloader │ │ ├── SL │ │ │ ├── __init__.py │ │ │ ├── adaptive │ │ │ │ ├── __init__.py │ │ │ │ ├── adaptivedataloader.py │ │ │ │ ├── adaptiverandomdataloader.py │ │ │ │ ├── adapweightsdataloader.py │ │ │ │ ├── craigdataloader.py │ │ │ │ ├── glisterdataloader.py │ │ │ │ ├── gradmatchdataloader.py │ │ │ │ ├── milodataloader.py │ │ │ │ ├── randomdataloader.py │ │ │ │ ├── selcondataloader.py │ │ │ │ ├── stochasticgreedydataloader.py │ │ │ │ └── weightedrandomdataloader.py │ │ │ ├── dssdataloader.py │ │ │ └── nonadaptive │ │ │ │ ├── __init__.py │ │ │ │ ├── craigdataloader.py │ │ │ │ ├── milofixeddataloader.py │ │ │ │ ├── nonadaptivedataloader.py │ │ │ │ └── submoddataloader.py │ │ ├── SSL │ │ │ ├── __init__.py │ │ │ ├── adaptive │ │ │ │ ├── __init__.py │ │ │ │ ├── adaptivedataloader.py │ │ │ │ ├── craigdataloader.py │ │ │ │ ├── gradmatchdataloader.py │ │ │ │ ├── olrandomdataloader.py │ │ │ │ ├── randomdataloader.py │ │ │ │ └── retrievedataloader.py │ │ │ ├── dssdataloader.py │ │ │ └── nonadaptive │ │ │ │ ├── __init__.py │ │ │ │ ├── craigdataloader.py │ │ │ │ ├── nonadaptivedataloader.py │ │ │ │ └── submoddataloader.py │ │ └── __init__.py │ └── datasets │ │ ├── SL │ │ ├── __init__.py │ │ ├── builder.py │ │ └── custom_dataset_selcon.py │ │ ├── SSL │ │ ├── __init__.py │ │ ├── augmentation │ │ │ ├── __init__.py │ │ │ ├── augmentation_class.py │ │ │ ├── augmentation_pool.py │ │ │ ├── builder.py │ │ │ ├── rand_augment.py │ │ │ └── utils.py │ │ ├── builder.py │ │ ├── dataset_class.py │ │ ├── load_OOD.py │ │ └── utils.py │ │ ├── __init__.py │ │ └── __utils │ │ ├── __init__.py │ │ └── tinyimagenet.py │ ├── models │ ├── README.md │ ├── __init__.py │ ├── bert_mlp.py │ ├── cifar10net.py │ ├── cnn.py │ ├── cnn13.py │ ├── custom_hyperparam_net.py │ ├── densenet.py │ ├── dla.py │ ├── dla_simple.py │ ├── dpn.py │ ├── efficientnet.py │ ├── googlenet.py │ ├── lenet.py │ ├── linear_regression.py │ ├── logreg_net.py │ ├── lstmclassifier.py │ ├── mnist_net.py │ ├── mobilenet.py │ ├── mobilenetv2.py │ ├── mobilenetv2tf.py │ ├── pnasnet.py │ ├── preact_resnet.py │ ├── regnet.py │ ├── resnet.py │ ├── resnet164.py │ ├── resnext.py │ ├── senet.py │ ├── shakenet.py │ ├── shufflenet.py │ ├── shufflenetv2.py │ ├── simpleNN_net.py │ ├── utils.py │ ├── vgg.py │ └── wideresnet.py │ └── utils.py ├── docs ├── Makefile ├── make.bat └── source │ ├── conf.py │ ├── cords_logo.png │ ├── imgs │ ├── CIFAR10_timing_with_full.png │ ├── cifar100_test_accuracy.png │ ├── cifar10_dss_300.png │ ├── cifar10_test_accuracy.png │ ├── cords_logo.png │ ├── cords_summary.png │ ├── hpo_pipeline.png │ ├── hpo_speedups.png │ ├── imagenet_test_accuracy.png │ ├── mnist_test_accuracy.png │ ├── sl_speedups.jpg │ ├── ssl_speedups.png │ ├── submodularity.png │ └── svhn_test_accuracy.png │ ├── index.rst │ ├── refs.bib │ └── strategies │ ├── cords.configs.rst │ ├── cords.dataloaders.SL.rst │ ├── cords.dataloaders.SSL.rst │ ├── cords.dataloaders.rst │ ├── cords.datasets.SL.builder.rst │ ├── cords.datasets.SSL.builder.rst │ ├── cords.datasets.rst │ ├── cords.models.rst │ ├── cords.selection_strategies.SL.rst │ ├── cords.selection_strategies.SSL.rst │ ├── cords.selection_strategies.rst │ └── modules.rst ├── examples ├── HPO │ ├── __init__.py │ ├── image_classification │ │ ├── __init__.py │ │ ├── python_code │ │ │ ├── __init__.py │ │ │ ├── vision_paramtuning.py │ │ │ ├── vision_run_hpo.py │ │ │ └── vision_train_sl.py │ │ └── python_notebooks │ │ │ └── CORDS_SL_CIFAR10_HPO_ASHA_Example.ipynb │ └── text_classification │ │ └── python_files │ │ ├── text_paramtuning.py │ │ ├── text_run_hpo.py │ │ └── text_train_sl.py ├── SL │ ├── __init__.py │ ├── image_classification │ │ ├── __init__.py │ │ ├── python_files │ │ │ └── run_cifar10_glister.py │ │ ├── python_notebooks │ │ │ ├── CORDS_SL_CIFAR10_Custom_Train.ipynb │ │ │ └── cords_cifar10_glister_train.ipynb │ │ └── readme.md │ ├── readme.md │ └── text_classification │ │ └── python_files │ │ ├── __init__.py │ │ └── cords_sst2_lstm_glove.py ├── SSL │ ├── __init__.py │ ├── image_classification │ │ ├── __init__.py │ │ ├── python_files │ │ │ ├── __init__.py │ │ │ └── run_ssl.py │ │ └── python_notebooks │ │ │ └── cords_SSL_CIFAR10_VAT_RETRIEVE_Dataloader_Example.ipynb │ └── readme.md ├── __init__.py └── readme.md ├── gradio_hpo.py ├── gradio_sl.py ├── requirements └── requirements.txt ├── setup.py ├── tests ├── test_glister.py └── test_integration.py ├── train_hpo.py ├── train_sl.py ├── train_ssl.py ├── transformers_train_sl.py └── tutorial ├── CORDS_SL_CIFAR10_Dataloader_Example.ipynb ├── CORDS_SL_TREC6_HPO_ASHA_Example.ipynb ├── cords_SSL_CIFAR10_VAT_RETRIEVE_Dataloader_Example.ipynb └── readme.md /.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/decile-team/cords/HEAD/.github/dependabot.yml -------------------------------------------------------------------------------- /.github/workflows/codeql-analysis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/decile-team/cords/HEAD/.github/workflows/codeql-analysis.yml -------------------------------------------------------------------------------- /.github/workflows/run_tests.yml: -------------------------------------------------------------------------------- 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